{"data":{"slug":"tma1-ai-tma1","name":"tma1","tagline":"Local-first observability your agent reads back. TMA1 records every LLM call, then routes what it sees into the agent's next turn via hooks and MCP.","github_url":"https://github.com/tma1-ai/tma1","owner":"tma1-ai","repo":"tma1","owner_avatar_url":"https://avatars.githubusercontent.com/u/267869330?v=4","primary_language":"Go","stars":109,"forks":12,"topics":["agent-loop","agent-observability","ai-agents","claude-code","codex","copilot-cli","genai","llm-observability","llmops","local-first","logs","mcp","metrics","observability","openclaw","opentelemetry","self-hosted","sql","tracing"],"archived":false,"github_pushed_at":"2026-07-11T12:32:14+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/tma1-ai-tma1","markdown_url":"https://www.graphcanon.com/tools/tma1-ai-tma1.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/tma1-ai-tma1","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=tma1-ai-tma1","description":"Local-first observability your agent reads back. TMA1 records every LLM call, then routes what it sees into the agent's next turn via hooks and MCP.","homepage_url":"https://tma1.ai/","license":"Apache-2.0","open_issues":5,"watchers":1,"ai_summary":null,"readme_excerpt":"## Install\n\nmacOS / Linux:\n\n```bash\ncurl -fsSL https://tma1.ai/install.sh | bash\n```\n\nWindows PowerShell:\n\n```powershell\nirm https://tma1.ai/install.ps1 | iex\n```\n\nStart the server:\n\n```bash\ntma1-server\n```\n\nOpen the dashboard:\n\n```bash\nopen http://localhost:14318\n```\n\nOn first start, TMA1 writes a GreptimeDB config into `~/.tma1/config/`,\ndownloads the GreptimeDB binary if needed, starts it as a child process, and\nserves the dashboard from the same `tma1-server` process.","github_created_at":"2026-03-13T07:38:38+00:00","created_at":"2026-07-15T10:41:26.613453+00:00","updated_at":"2026-07-15T10:41:29.240558+00:00","categories":[{"slug":"ai-agents","name":"AI Agents","url":"https://www.graphcanon.com/categories/ai-agents","markdown_url":"https://www.graphcanon.com/categories/ai-agents.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/ai-agents"},{"slug":"developer-tools","name":"Developer Tools","url":"https://www.graphcanon.com/categories/developer-tools","markdown_url":"https://www.graphcanon.com/categories/developer-tools.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/developer-tools"},{"slug":"llm-frameworks","name":"LLM Frameworks","url":"https://www.graphcanon.com/categories/llm-frameworks","markdown_url":"https://www.graphcanon.com/categories/llm-frameworks.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/llm-frameworks"}],"tags":[{"slug":"agent-loop","name":"agent-loop"},{"slug":"agent-observability","name":"agent-observability"},{"slug":"ai-agents","name":"ai-agents"},{"slug":"claude-code","name":"claude code"},{"slug":"codex","name":"codex"},{"slug":"copilot-cli","name":"copilot-cli"},{"slug":"genai","name":"genai"},{"slug":"llm-observability","name":"llm-observability"}],"trust":{"provenance":{"is_fork":false,"github_id":1180588986,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-15T10:41:27.494Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":16,"days_since_push":3,"last_release_at":"2026-07-03T09:09:41Z"},"security_summary":{"status":"no_manifest","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-15T10:41:27.847Z","medium_count":0,"scan_profile":"mcp_manifest","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-15T10:41:27.284Z"},"languages":{"value":["go"],"source":"github.language","observed_at":"2026-07-15T10:41:27.284Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-07-15T10:41:27.284Z"}}}}